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Brain plasticity underlying acquisition of new organizational skills in children: A Rashomon analysis
Luis Martinez Agulleiro1, Bowen Deng1, Richard Gallagher1
1Department of Child and Adolescent Psychiatry, New York University Grossman School of Medicine, New York, NY, United States.
Insights
Organizational Skills Training (OST) improved children's organizational skills. However, brain imaging results showed an unexpected increase in functional connectivity (FC) between brain regions, and these findings were not replicated.
Area of Science:
- Neuroscience
- Clinical Psychology
- Child Development
Background:
- Organizational Skills Training (OST) is a therapeutic intervention designed to address deficits in executive functions.
- Resting-state functional magnetic resonance imaging (rs-fMRI) is a neuroimaging technique used to measure brain activity and connectivity.
- Understanding the neural underpinnings of OST can inform treatment development and optimization.
Purpose of the Study:
- To investigate changes in brain functional connectivity (FC) associated with Organizational Skills Training (OST) in children.
- To examine FC alterations between the dorsal anterior cingulate cortex (dACC) and the anterior ventral striatum (aVS) following OST.
Main Methods:
- A randomized clinical trial (NCT04108273) involving 51 children (8-12 years) with organizational skill deficits.
- Participants were assigned to either immediate tele-health OST or a waitlist control group.
- rs-fMRI was used to assess FC changes between dACC and aVS, alongside parent-reported organizational skills (COSS-P).
Main Results:
- OST significantly improved organizational skills compared to the waitlist group (large effect size).
- Initial analysis indicated a significant increase, contrary to predictions, in FC between dACC and aVS in the OST group.
- Two additional analytic pipelines failed to replicate these FC findings, highlighting their tentative nature.
Conclusions:
- While OST improved organizational deficits, the observed increase in dACC-aVS functional connectivity was unexpected and not consistently found across analyses.
- The findings underscore the need for caution in interpreting the neural correlates of OST, emphasizing the tentative nature of the results.
- Future research should employ larger sample sizes, alternative control conditions, and potentially combine data for mega- and meta-analyses to confirm findings.
Objective:
We used resting-state functional magnetic resonance imaging to identify changes in brain functional connectivity (FC) associated with Organizational Skills Training (OST).
Method:
In an open, waitlist-controlled, randomized clinical trial (NCT04108273), 51 children aged 8-12 years with deficient organizational skills were assigned to immediate tele-health OST treatment (twice weekly, 10 weeks) or waitlist. We obtained Children's Organizational Skills Scale-Parent version (COSS-P) scores and examined FC changes between dorsal anterior cingulate cortex (dACC) and preregistered subcortical anterior ventral striatum (aVS) regions-of-interest.
Results:
OST produced significantly lower COSS-P scores compared to waitlist, with a large effect size (Cohen's f2 = 0.77). Initial imaging analyses revealed a significant increase (instead of the predicted decrease) in FC between dACC and the aVS component of the default mode network in the immediate treatment group (ΔFC = 0.092 ± 0.041, 95% CI [0.009, 0.175], p < 0.05). Analyses were then performed with two additional analytic pipelines, neither of which detected any significant effects.
Conclusion:
Although improvements in organizational deficits were associated with increased FC within a circuit linking dACC and the default mode network region of the aVS in one analysis, the direction was the opposite of predicted and results did not replicate. Thus, we highlight the tentativeness of our findings; we have de-identified all the data and made it available for investigators to examine and to combine with other datasets in mega- and meta-analyses. Future studies should also include alternative control conditions and larger samples.
Clinical Trial Registration:
https://clinicaltrials.gov/study/NCT04108273?cond=NCT04108273&rank=1.
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